PCCT-Defined High-Risk Plaque and Future Coronary Events: The PREDICT Study (PREDICT)

September 14, 2026 updated by: Lin Zhao, Beijing Chao Yang Hospital

Prognostic Value of Photon-Counting Detector CT-Derived High-Risk Coronary Plaque Features for Predicting Major Adverse Cardiovascular Events: a Prospective Cohort Study

This prospective cohort study aims to determine whether high-risk coronary plaques identified by novel Photon-Counting Detector CT (PCCT) independently predict future major adverse cardiovascular events (MACE). Participants will be followed for MACE and revascularization. The primary hypothesis is that the incidence of MACE is significantly higher in patients with PCCT-defined high-risk plaque than in those without. Additionally, patients will undergo Optical Coherence Tomography (OCT) and angiography within a month after PCCT; PCCT results will be compared with OCT in a cross-sectional analysis, and diagnostic performance will be evaluated against follow-up data.

Study Overview

Detailed Description

Photon-Counting Detector CT (PCCT) enables improved spatial resolution and spectral tissue characterization, allowing non-invasive detection of high-risk coronary plaque (HRP) features such as low-attenuation plaque (<30 HU), positive remodeling (index ≥1.1), spotty calcification, and the napkin-ring sign. The presence of ≥2 of these features defines a PCCT-detected high-risk plaque. Optical Coherence Tomography (OCT), an invasive high-resolution imaging tool, defines HRP by thin-cap fibroatheroma (fibrous cap thickness <65 μm, lipid arc >90°) and other vulnerable features. While OCT provides detailed information on plaque vulnerability, it is invasive and limited to selected vessels. The prognostic significance of PCCT-defined HRP, and its diagnostic agreement with OCT, remain to be fully established.

This prospective, single-centre study will enroll patients with acute or stable coronary syndromes who are scheduled for clinically indicated invasive coronary angiography and OCT evaluation of at least one native coronary artery. All participants will first undergo a dedicated contrast-enhanced PCCT coronary angiogram. Within 30 days after PCCT, participants will undergo invasive coronary angiography with OCT imaging. Thus, OCT is systematically acquired after the CT, allowing a cross-sectional diagnostic comparison where PCCT findings are evaluated against the OCT reference. Both imaging datasets will be analyzed by independent core laboratories blinded to each other's results and to clinical data.

The study has two integrated components:

  1. Prognostic component - The primary objective is to assess whether the presence of PCCT-defined HRP independently predicts the 2-year incidence of MACE (cardiovascular death, non-fatal myocardial infarction, hospitalization for unstable angina requiring urgent revascularization). The primary hypothesis is that MACE rate is significantly higher in patients with PCCT-HRP than in those without.
  2. Cross-sectional diagnostic comparison - Using OCT as the invasive reference, the diagnostic performance of PCCT for identifying high-risk plaque will be determined. Per-patient and per-lesion sensitivity, specificity, positive and negative predictive values, and overall accuracy of PCCT will be calculated and compared with OCT-derived high-risk plaque classification.

Participants will be followed prospectively for MACE and unplanned revascularization over 24 months.

Study Type

Observational

Enrollment (Estimated)

500

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Contact

Study Locations

    • China
      • Beijing, China, China, 10000
        • Recruiting
        • Beijing Chaoyang Hospital,Capital Medical University, Beijing
        • Contact:

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Ages Eligible for Study

  • Adult
  • Older Adult

Accepts Healthy Volunteers

No

Sampling Method

Non-Probability Sample

Study Population

Patient with coronary artery disease

Description

Inclusion Criteria:

  • Age ≥18 years
  • Scheduled for clinically indicated, non-emergent invasive coronary angiography
  • Provision of written informed consent and willingness to comply with long-term follow-up

Exclusion Criteria:

  • Estimated glomerular filtration rate <45 mL/min/1.73 m²
  • Known allergy to iodinated contrast media
  • Pregnancy or breastfeeding
  • Persistent atrial fibrillation or other arrhythmia precluding adequate ECG-gated CT acquisition
  • Body mass index >40 kg/m²
  • Target vessel with a previously implanted stent
  • Life expectancy <2 years or any condition that, in the opinion of the investigator, makes follow-up unlikely or participation inappropriate

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

Cohorts and Interventions

Group / Cohort
PCCT High-Risk Plaque Group
Participants with PCCT-defined high-risk plaque in at least one native coronary artery. High-risk plaque is defined as the presence of ≥2 of the following features on PCCT: low-attenuation plaque (<30 Hounsfield Units), positive remodeling (remodeling index ≥1.1), spotty calcification (<3 mm), and the napkin-ring sign.
PCCT Non-High-Risk Plaque Group
Participants without PCCT-defined high-risk plaque (0 or 1 high-risk feature) in any imaged coronary segment.

What is the study measuring?

Primary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Incidence of major adverse cardiovascular events (MACE)
Time Frame: Up to 24 months
Incidence of major adverse cardiovascular events (MACE), defined as a composite of cardiovascular death, non-fatal myocardial infarction, and hospitalization for unstable angina requiring urgent revascularization, stratified by the presence versus absence of PCCT-defined high-risk plaque.
Up to 24 months

Secondary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Per-lesion MACE
Time Frame: Up to 24 months
Per-lesion hazard ratio of MACE for PCCT-defined HRP and OCT-defined HRP, adjusted for baseline clinical risk factors
Up to 24 months
Myocardial infarction
Time Frame: Up to 24 months
Time to first non-fatal myocardial infarction
Up to 24 months

Other Outcome Measures

Outcome Measure
Measure Description
Time Frame
Diagnostic accuracy of PCCT for detecting OCT-defined high-risk plaque
Time Frame: up to 12 month
per-patient and per-lesion sensitivity, specificity, positive predictive value, negative predictive value, and area under the ROC curve
up to 12 month

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Actual)

January 18, 2025

Primary Completion (Estimated)

December 30, 2028

Study Completion (Estimated)

December 30, 2030

Study Registration Dates

First Submitted

July 12, 2026

First Submitted That Met QC Criteria

September 14, 2026

First Posted (Actual)

September 16, 2026

Study Record Updates

Last Update Posted (Actual)

September 16, 2026

Last Update Submitted That Met QC Criteria

September 14, 2026

Last Verified

July 1, 2026

More Information

Terms related to this study

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

NO

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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